Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain

Information can be in the form of text, image or sound. Current technology features allow Internet users to retrieve any documents that are available from online databases. The main issue in this information age is the efficiency and effectiveness of the retrieval system that can be used by the info...

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Main Author:	Mohd Zain, Mohd Yusof
Format:	Thesis
Language:	English
Published:	2004
Online Access:	https://ir.uitm.edu.my/id/eprint/18275/2/TD_%20MAZNAH%20BUJAH%20CS%2004_5.pdf
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id	my-uitm-ir.18275
record_format	uketd_dc
spelling	my-uitm-ir.182752019-02-15T05:05:29Z Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain 2004 Mohd Zain, Mohd Yusof Information can be in the form of text, image or sound. Current technology features allow Internet users to retrieve any documents that are available from online databases. The main issue in this information age is the efficiency and effectiveness of the retrieval system that can be used by the information provider. A good retrieval system should provide tools to perform searching accurately based on user requirement. This thesis concerns a Malay language documents retrieval system. In this study, MASER and Bigram method, Malay Hadith translated documents, query words and relevant judgments are used. Before the experiments can be done, the Hadith test collections must be built first. These collections are then conflated using Bigram method and hence known as Bigam-Hadith and Bigram-query. Besides, these collections are also conflated using both MASER and Bigram algorithms and hence known as Maser-Hadith and Maser-query. All experiments are using the best threshold value which is 1.0. This threshold value is the result of the experiment done before the start of this thesis project. However, using Maser-Hadith and Maserquery do not yield the best effectiveness results. However, these experiments can serves as a benchmark for future research in retrieving information in Malay language. 2004 Thesis https://ir.uitm.edu.my/id/eprint/18275/ https://ir.uitm.edu.my/id/eprint/18275/2/TD_%20MAZNAH%20BUJAH%20CS%2004_5.pdf text en public dphil degree Universiti Teknologi MARA Faculty of Computer Science and Mathematics
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
description	Information can be in the form of text, image or sound. Current technology features allow Internet users to retrieve any documents that are available from online databases. The main issue in this information age is the efficiency and effectiveness of the retrieval system that can be used by the information provider. A good retrieval system should provide tools to perform searching accurately based on user requirement. This thesis concerns a Malay language documents retrieval system. In this study, MASER and Bigram method, Malay Hadith translated documents, query words and relevant judgments are used. Before the experiments can be done, the Hadith test collections must be built first. These collections are then conflated using Bigram method and hence known as Bigam-Hadith and Bigram-query. Besides, these collections are also conflated using both MASER and Bigram algorithms and hence known as Maser-Hadith and Maser-query. All experiments are using the best threshold value which is 1.0. This threshold value is the result of the experiment done before the start of this thesis project. However, using Maser-Hadith and Maserquery do not yield the best effectiveness results. However, these experiments can serves as a benchmark for future research in retrieving information in Malay language.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Bachelor degree
author	Mohd Zain, Mohd Yusof
spellingShingle	Mohd Zain, Mohd Yusof Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain
author_facet	Mohd Zain, Mohd Yusof
author_sort	Mohd Zain, Mohd Yusof
title	Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain
title_short	Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain
title_full	Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain
title_fullStr	Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain
title_full_unstemmed	Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain
title_sort	evaluation of the effectiveness and efficiency of maser and bigram methods in retrieving hadith documents / mohd yusof mohd zain
granting_institution	Universiti Teknologi MARA
granting_department	Faculty of Computer Science and Mathematics
publishDate	2004
url	https://ir.uitm.edu.my/id/eprint/18275/2/TD_%20MAZNAH%20BUJAH%20CS%2004_5.pdf
_version_	1783733649163681792

Evaluation of the effectiveness and efficiency of MASER and Bigram methods in retrieving Hadith documents / Mohd Yusof Mohd Zain

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